Alfonso, DavidManjarrés Riesco, ÁngelesPickin, Simón James2026-04-132026-04-132019-07-03Alfonso, D., Manjarrés, A. & Pickin, S. Semi-Automatic Generation of Competency Maps Based on Educational Data Mining. Int J Comput Intell Syst 12, 744–760 (2019). https://doi.org/10.2991/ijcis.d.190627.00110.2991/ijcis.d.190627.001https://hdl.handle.net/20.500.14352/134696We propose a semi-automatic method for the generation of educational-competency maps from repositories of multiple-choice question responses, using Bayesian structural learning and data-mining techniques. We tested our method on a large repository of responses to multiple-choice exam questions from an undergraduate course in Languages and Automata Theory at Spain’s national distance-learning university (UNED). We also draw up guidelines and best practices, with a view to defining an educational data-mining methodology and to contributing to the development of educational data-mining tools.engjournal article1875-6883https://doi.org/10.2991/ijcis.d.190627.001open accessEducational data mining, Concept maps, Bayesian networks, Recommender systems, E-Learning content authoring toolsInteligencia artificial (Informática)Sistemas expertosEnseñanza universitaria3304 Tecnología de Los Ordenadores5802 Organización y Planificación de la Educación